Stable Mutations for Evolutionary Algorithms

• Κύριος συγγραφέας: Obuchowicz, Andrzej (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Έκδοση: 1st ed. 2019.
• Σειρά: Studies in Computational Intelligence, 797
• Θέματα: Computational intelligence.; Artificial intelligence.; Computational Intelligence.; Artificial Intelligence.

This book presents a set of theoretical and experimental results that describe the features of the wide family of α-stable distributions (the normal distribution also belongs to this class) and their various applications in the mutation operator of evolutionary algorithms based on real-number repres...

Πίνακας περιεχομένων:

• Chapter 1. Introduction
• Chapter 2. Foundations of evolutionary algorithms
• Chapter 3. Stable distributions
• Chapter 4. Non-isotropic stable mutation etc.